Blog
Notes on ML systems, local-first AI and the craft of shipping software.
- 2026-08-162 min read
The Method We Use to Organize Businesses
Not magic, not more ads. A system so you stop losing customers to disorder. A look at how we work at Scalo.
- 2026-08-163 min read
How to Get Started in ML From Zero
The map I wish I had. What to study, in what order, and which projects to build to go from zero to showing real Machine Learning work.
- 2026-08-143 min read
The Small Details That Organize a Business
How well-placed funnels and automations improve show-up rates, stop message leakage, and give a business the visibility it was missing to make decisions. Real cases from my work at Scalo.
- 2026-05-061 min read
Welcome to v2026
Notes on shipping a new portfolio while ramping up as ML/AI Engineer.